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                <h1><i class="fas fa-chart-line"></i>炼焦大数据智能诊断系统</h1>
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                <li><a href="index.html"><i class="fas fa-home"></i> 首页</a></li>
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                <li><a href="advanced.html" class="active"><i class="fas fa-rocket"></i> 高级分析</a></li>
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                <h2 class="page-title fade-in">高级分析</h2>
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                    整合先进分析技术与炼焦领域知识，实现深度洞察和智能决策支持，推动炼焦生产向数字化、智能化方向发展。
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                    <h2>高级分析技术</h2>
                    <p>将先进的分析技术与炼焦工艺知识深度融合，提供智能决策支持</p>
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                <div class="data-cards">
                    <div class="data-card">
                        <div class="data-card-icon">🔬</div>
                        <h3>多源数据融合</h3>
                        <p>整合不同来源的炼焦生产数据，构建全面的数据视图</p>
                    </div>
                    <div class="data-card">
                        <div class="data-card-icon">🌐</div>
                        <h3>知识图谱</h3>
                        <p>构建炼焦生产领域的知识网络，揭示复杂的关联关系</p>
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                    <div class="data-card">
                        <div class="data-card-icon">🤖</div>
                        <h3>数字孪生</h3>
                        <p>创建炼焦生产过程的虚拟仿真模型，实现精准预测</p>
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                    <div class="data-card">
                        <div class="data-card-icon">📊</div>
                        <h3>深度学习</h3>
                        <p>应用先进的深度学习算法，挖掘隐藏的生产规律</p>
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                <div class="process-steps">
                    <div class="process-step">
                        <div class="step-number">1</div>
                        <h3>数据预处理</h3>
                        <p>清洗、标准化和转换多源数据</p>
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                    <div class="process-step">
                        <div class="step-number">2</div>
                        <h3>特征工程</h3>
                        <p>提取和选择最具代表性的特征</p>
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                    <div class="process-step">
                        <div class="step-number">3</div>
                        <h3>模型训练</h3>
                        <p>使用深度学习算法构建预测模型</p>
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                    <div class="process-step">
                        <div class="step-number">4</div>
                        <h3>智能决策</h3>
                        <p>生成可操作的洞察和建议</p>
                    </div>
                </div>

                <div class="chart-container">
                    <h3>高级分析技术架构</h3>
                    <div class="advanced-architecture">
                        <div class="architecture-layer">
                            <div class="layer-title">数据层</div>
                            <div class="layer-content">
                                <div class="component">时序数据</div>
                                <div class="component">结构化数据</div>
                                <div class="component">非结构化数据</div>
                            </div>
                        </div>
                        <div class="architecture-arrow">↓</div>
                        <div class="architecture-layer">
                            <div class="layer-title">处理层</div>
                            <div class="layer-content">
                                <div class="component">数据清洗</div>
                                <div class="component">特征工程</div>
                                <div class="component">数据融合</div>
                            </div>
                        </div>
                        <div class="architecture-arrow">↓</div>
                        <div class="architecture-layer">
                            <div class="layer-title">模型层</div>
                            <div class="layer-content">
                                <div class="component">深度学习</div>
                                <div class="component">知识图谱</div>
                                <div class="component">多目标优化</div>
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                        <div class="architecture-arrow">↓</div>
                        <div class="architecture-layer">
                            <div class="layer-title">应用层</div>
                            <div class="layer-content">
                                <div class="component">智能诊断</div>
                                <div class="component">预测预警</div>
                                <div class="component">决策支持</div>
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                    </div>
                    
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                            color: #3b82f6;
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                                flex-direction: column;
                                align-items: center;
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                            .component {
                                width: 100%;
                            }
                        }
                    </style>
                </div>

                <div class="info-panel">
                    <div class="info-panel-text">
                        <h3>智能诊断的未来</h3>
                        <p>我们的高级分析平台不仅仅是一个工具，更是炼焦生产智能化的重要引擎。通过整合多源数据、知识图谱和深度学习技术，我们为企业提供前所未有的生产洞察。</p>
                        <div class="future-features">
                            <div class="future-feature">
                                <div class="feature-icon"><i class="fas fa-brain"></i></div>
                                <div class="feature-text">自学习诊断模型</div>
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                            <div class="future-feature">
                                <div class="feature-icon"><i class="fas fa-robot"></i></div>
                                <div class="feature-text">智能控制闭环</div>
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                            <div class="future-feature">
                                <div class="feature-icon"><i class="fas fa-project-diagram"></i></div>
                                <div class="feature-text">知识图谱推理</div>
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                            <div class="future-feature">
                                <div class="feature-icon"><i class="fas fa-industry"></i></div>
                                <div class="feature-text">全流程优化</div>
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                            color: white;
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                        .feature-text {
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                            font-weight: 500;
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                        @media (max-width: 768px) {
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                        @media (max-width: 576px) {
                            .future-features {
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                    </style>
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        </section>

        <section class="advanced-analysis">
            <div class="container">
                <div class="row">
                    <div class="col-lg-12 text-center">
                        <h2 class="section-title">高级分析技术集成</h2>
                        <div class="advanced-diagram">
                            <img src="../images/custom/advanced.svg" alt="高级分析技术流程图" class="img-fluid">
                        </div>
                        <p class="section-desc">
                            炼焦大数据系统集成多种高级分析技术，包括深度学习、数据融合、知识图谱、多目标优化、智能诊断和数字孪生。这些技术相互协作，形成完整的技术链路，在炼焦过程优化和质量控制预测等领域发挥重要作用，为企业提供降本增效和智能决策支持的业务价值。
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